Thomas S. Stepleton

According to our database, Thomas S. Stepleton authored at least 17 papers between 2002 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Taxonomy of Risks posed by Language Models.

Laura Weidinger, Jonathan Uesato, Maribeth Rauh, Conor Griffin, Po-Sen Huang, John Mellor, Amelia Glaese, Myra Cheng, Borja Balle, Atoosa Kasirzadeh, Courtney Biles, Sasha Brown, Zac Kenton, Will Hawkins, Tom Stepleton, Abeba Birhane, Lisa Anne Hendricks, Laura Rimell, William Isaac, Julia Haas, Sean Legassick, Geoffrey Irving, Iason Gabriel

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021

Ethical and social risks of harm from Language Models.

Laura Weidinger, John Mellor, Maribeth Rauh, Conor Griffin, Jonathan Uesato, Po-Sen Huang, Myra Cheng, Mia Glaese, Borja Balle, Atoosa Kasirzadeh, Zac Kenton, Sasha Brown, Will Hawkins, Tom Stepleton, Courtney Biles, Abeba Birhane, Julia Haas, Laura Rimell, Lisa Anne Hendricks, William Isaac, Sean Legassick, Geoffrey Irving, Iason Gabriel

CoRR, 2021

Counterfactual Credit Assignment in Model-Free Reinforcement Learning.

Thomas Mesnard, Theophane Weber, Fabio Viola, Shantanu Thakoor, Alaa Saade, Anna Harutyunyan, Will Dabney, Thomas S. Stepleton, Nicolas Heess, Arthur Guez, Eric Moulines, Marcus Hutter, Lars Buesing, Rémi Munos

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Counterfactual Credit Assignment in Model-Free Reinforcement Learning.

Thomas Mesnard, Théophane Weber, Fabio Viola, Shantanu Thakoor, Alaa Saade, Anna Harutyunyan, Will Dabney, Tom Stepleton, Nicolas Heess, Arthur Guez, Marcus Hutter, Lars Buesing, Rémi Munos

CoRR, 2020

A General Approach to Fairness with Optimal Transport.

Silvia Chiappa, Ray Jiang, Tom Stepleton, Aldo Pacchiano, Heinrich Jiang, John Aslanides

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Wasserstein Fair Classification.

Ray Jiang, Aldo Pacchiano, Tom Stepleton, Heinrich Jiang, Silvia Chiappa

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

2018

Low-pass Recurrent Neural Networks - A memory architecture for longer-term correlation discovery.

Thomas S. Stepleton, Razvan Pascanu, Will Dabney, Siddhant M. Jayakumar, Hubert Soyer, Rémi Munos

CoRR, 2018

2016

Safe and Efficient Off-Policy Reinforcement Learning.

Rémi Munos, Tom Stepleton, Anna Harutyunyan, Marc G. Bellemare

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Q(λ) with Off-Policy Corrections.

Anna Harutyunyan, Marc G. Bellemare, Tom Stepleton, Rémi Munos

Proceedings of the Algorithmic Learning Theory - 27th International Conference, 2016

2009

The Block Diagonal Infinite Hidden Markov Model.

Thomas S. Stepleton, Zoubin Ghahramani, Geoffrey J. Gordon, Tai Sing Lee

Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

Design of a braille writing tutor to combat illiteracy.

Nidhi Kalra, Tom Lauwers, Daniel Dewey, Thomas S. Stepleton, M. Bernardine Dias

Inf. Syst. Frontiers, 2009

2008

Towards unsupervised whole-object segmentation: Combining automated matting with boundary detection.

Andrew N. Stein, Thomas S. Stepleton, Martial Hebert

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Iterative design of a Braille writing tutor to combat illiteracy.

Nidhi Kalra, Tom Lauwers, Daniel Dewey, Thomas S. Stepleton, M. Bernardine Dias

Proceedings of the 2007 International Conference on Information and Communication Technologies and Development, 2007

2005

Using Co-Occurrence and Segmentation to Learn Feature-Based Object Models from Video.

Thomas S. Stepleton, Tai Sing Lee

Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

Predicting and Evaluating the Power of Shared Features.

Thomas S. Stepleton

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

2003

A real-time vision module for interactive perceptual agents.

Bruce A. Maxwell, Nathaniel Fairfield, Nikolas Johnson, Pukar Malla, Paul Dickson, Suor Kim, Stephanie Wojtkowski, Thomas S. Stepleton

Mach. Vis. Appl., 2003

2002

Work-Augmented Laziness with the Los Task Request System.

Thomas S. Stepleton

Proceedings of the 16th Conference on Systems Administration (LISA 2002), 2002